The Application of Dual Thresholds Binarization Algorithm for Pedestrian Segmentation in Thermal Imaging
会议名称:《2010 International Conference on Computer and Communication Technologies in Agriculture Engineering (CCTAE 2010)》
会议日期:2010年
学科分类:08[工学] 080203[工学-机械设计及理论] 0802[工学-机械工程]
基 金:sponsored by Doctor Research Start-up Fund of Liaoning province (20091055)
关 键 词:thermai pedestrian segmentation binarization pedestrian detection
摘 要:There is evidence that the major safety problem caused by darkness is the pedestrian collisions. Thermal Imaging systems can further reduce this risk. The image binarization is a preprocessing task, it play a very important role in pedestrian detection system. This paper applied the dual thresholds algorithm to process the thermal images for pedestrian segmentation. By a large number of experiments, we get the optimal combinations of the parameters of the algorithm, and get the good image binarization results of the thermal imaging.